Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models-Reference-Cited by-同舟云学术

Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models

Published:2023-08-22 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the ACM Symposium on Document Engineering 2023
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Author:

Hillebrand Lars¹^ORCID,Berger Armin¹^ORCID,Deußer Tobias²^ORCID,Dilmaghani Tim³^ORCID,Khaled Mohamed³^ORCID,Kliem Bernd³^ORCID,Loitz Rüdiger³^ORCID,Pielka Maren⁴^ORCID,Leonhard David⁴^ORCID,Bauckhage Christian⁵^ORCID,Sifa Rafet⁵^ORCID

Affiliation:

1. Fraunhofer IAIS, Sankt Augustin, Germany

2. Fraunhofer IAIS, Sankt Augustin, Germany and University of Bonn in Germany

3. PricewaterhouseCoopers GmbH, Düsseldorf, Germany

4. Fraunhofer IAIS Sankt Augustin, Germany

5. Fraunhofer IAIS Sankt Augustin, Germany and University of Bonn in Germany

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3573128.3609344

Reference17 articles.

1. Automatic Consistency Checking of Table and Text in Financial Documents

2. Martin Aumüller , Erik Bernhardsson , and Alexander Faithfull . 2020. ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms. Information Systems ( 2020 ). Martin Aumüller, Erik Bernhardsson, and Alexander Faithfull. 2020. ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms. Information Systems (2020).

3. Zero-Shot Text Matching for Automated Auditing using Sentence Transformers

4. Yi Cao and Jia Zhai . 2023. Bridging the gap--the impact of ChatGPT on financial research. Journal of Chinese Economic and Business Studies ( 2023 ). Yi Cao and Jia Zhai. 2023. Bridging the gap--the impact of ChatGPT on financial research. Journal of Chinese Economic and Business Studies (2023).

5. Tobias Deußer , Syed Musharraf Ali , Lars Hillebrand , Desiana Nurchalifah , Basil Jacob , Christian Bauckhage , and Rafet Sifa . 2022 . KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents . In Proc. ICMLA. Tobias Deußer, Syed Musharraf Ali, Lars Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, and Rafet Sifa. 2022. KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents. In Proc. ICMLA.

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